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FedVCK: A Data-Centric Approach to Address Non-IID Challenges in Federated Medical Image Analysis
Federated learning has emerged as an approach for collaborative training among medical institutions while preserving data privacy. However, the non-IID nature of data, stemming from differences in institutional specializations and regional demographics, creates significant challenges. This heterogeneity leads to client drift and suboptimal global model performance. Existing federated learning methods primarily address this issue through…
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Samsung Galaxy S25 may come with a $200 Google freebie – and AI users will love it
A new leak reveals Google will offer a $200+ bonus to customers who purchase a new Samsung phone.
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The Top 10 AI Stories of 2024
IEEE Spectrum‘s most popular AI stories of the last year show a clear theme. In 2024, the world struggled to come to terms with generative AI’s capabilities and flaws—both of which are significant. Two of the year’s most read AI articles dealt with chatbots’ coding abilities, while another looked at the best way to prompt…
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Apple might fix the Magic Mouse’s fatal flaw and add something unexpected
A long-overdue fix for the Magic Mouse is coming — but that’s not all.
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In 2025, People Will Try Living in This Underwater Habitat
The future of human habitation in the sea is taking shape in an abandoned quarry on the border of Wales and England. There, the ocean-exploration organization Deep has embarked on a multiyear quest to enable scientists to live on the seafloor at depths up to 200 meters for weeks, months, and possibly even years. “Aquarius…
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The 15 Shows We’re Most Looking Forward to in 2025
From Black Rabbit to The White Lotus, these are the TV shows we can’t wait to see debut—or return—in the coming year.
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The 20 Most Anticipated Movies of 2025
From Bong Joon-ho’s Mickey 17 to James Gunn’s Superman, these are the movies we’re most excited to see next.
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WIRED Tested Miracle Hangover Cures. You’re Welcome
Do “anti-hangover” supplements really work? With the sterling help of a UK rugby team, we raised a glass or five to find out.
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The AI Hype Index: Robot pets, simulated humans, and Apple’s AI text summaries
Separating AI reality from hyped-up fiction isn’t always easy. That’s why we’ve created the AI Hype Index—a simple, at-a-glance summary of everything you need to know about the state of the industry. More than 70 countries went to the polls in 2024. The good news is that this year of global elections turned out to…
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7 Best Lighted Makeup Mirrors (2024), Tested and Reviewed
Ensure a flawless finish every time with these WIRED-tested picks, no matter where you’re putting on your face.